owaiskha9654
commited on
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74cf9ec
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Parent(s):
0e3e4b0
Update app.py
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app.py
CHANGED
@@ -50,15 +50,15 @@ model_output = gr.Label("Multi Label MeSH(Medical Subheadings) Result", num_top_
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examples = [
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"A case of a patient with type 1 neurofibromatosis associated with popliteal and coronary artery aneurysms is described in which cross-sectional",
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"imaging provided diagnostic information.",
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"The aim of this study was to compare the exercise intensity and competition load during Time Trial (TT), Flat (FL), Medium Mountain (MM) and High ",
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"Mountain (HM) stages based heart rate (HR) and session rating of perceived exertion (RPE).METHODS: We monitored both HR and RPE of 12 professional ",
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"cyclists during two consecutive 21-day cycling races in order to analyze the exercise intensity and competition load (TRIMPHR and TRIMPRPE).",
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"RESULTS:The highest (P<0.05) mean HR was found in TT (169±2 bpm) versus those observed in FL (135±1 bpm), MM (139±3 bpm), HM (143±1 bpm)"
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"The association of body mass index (BMI) with blood pressure may be stronger in Asian than non-Asian populations, however, longitudinal studies ",
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"with direct comparisons between ethnicities are lacking. We compared the relationship of BMI with incident hypertension over approximately 9.5 years",
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" of follow-up in young (24-39 years) and middle-aged (45-64 years) Chinese Asians (n=5354), American Blacks (n=6076) and American Whites (n=13451).",
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@@ -69,8 +69,8 @@ examples = [
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"BMI with the incidence difference for hypertension was steeper in Chinese (p<0.05) than in American populations during young and middle-adulthood.",
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"For example, at a BMI of 25 vs 21 kg/m2 the adjusted incidence differences per 1000 persons (95% CI) in young adults with a BMI of 25 vs those with",
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"a BMI of 21 was 83 (36- 130) for Chinese, 50 (26-74) for Blacks and 30 (12-48) for Whites"
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"Human interferon-alpha 2 (hIFN-a2)1 are part of a heterogenous group of proteins with similar biological activities. The three principal subtypes of ",
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"IFN-a2 are designated a-2a, a-2b, and a-2c. hIFN-a2b is used to treat several diseases. These include some types of cancer, such as hairy cell leukemia,",
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"melanoma, renal cell carcinoma, follicular non-Hodgkin’s lymphoma, chronic myelogenous leukemia, and AIDS-related Kaposi’s sarcoma [2–4]. They are also",
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@@ -78,7 +78,7 @@ examples = [
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"colorectal carcinomas),hIFN-a2b has potential for diagnostics (imaging) and therapeutics (monoclonal antibodies). Therefore, obtaining large quantities",
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"of recombinant hIFN-a2b is important for both clinical studies and mechanistic investigations."
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]
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title = "Multi Label Classification of PubMed Articles using BIO-BERT"
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examples = [
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[
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"A case of a patient with type 1 neurofibromatosis associated with popliteal and coronary artery aneurysms is described in which cross-sectional",
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"imaging provided diagnostic information.",
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"The aim of this study was to compare the exercise intensity and competition load during Time Trial (TT), Flat (FL), Medium Mountain (MM) and High ",
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"Mountain (HM) stages based heart rate (HR) and session rating of perceived exertion (RPE).METHODS: We monitored both HR and RPE of 12 professional ",
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"cyclists during two consecutive 21-day cycling races in order to analyze the exercise intensity and competition load (TRIMPHR and TRIMPRPE).",
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"RESULTS:The highest (P<0.05) mean HR was found in TT (169±2 bpm) versus those observed in FL (135±1 bpm), MM (139±3 bpm), HM (143±1 bpm)"
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],
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[
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"The association of body mass index (BMI) with blood pressure may be stronger in Asian than non-Asian populations, however, longitudinal studies ",
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"with direct comparisons between ethnicities are lacking. We compared the relationship of BMI with incident hypertension over approximately 9.5 years",
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" of follow-up in young (24-39 years) and middle-aged (45-64 years) Chinese Asians (n=5354), American Blacks (n=6076) and American Whites (n=13451).",
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"BMI with the incidence difference for hypertension was steeper in Chinese (p<0.05) than in American populations during young and middle-adulthood.",
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"For example, at a BMI of 25 vs 21 kg/m2 the adjusted incidence differences per 1000 persons (95% CI) in young adults with a BMI of 25 vs those with",
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"a BMI of 21 was 83 (36- 130) for Chinese, 50 (26-74) for Blacks and 30 (12-48) for Whites"
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],
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[
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"Human interferon-alpha 2 (hIFN-a2)1 are part of a heterogenous group of proteins with similar biological activities. The three principal subtypes of ",
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"IFN-a2 are designated a-2a, a-2b, and a-2c. hIFN-a2b is used to treat several diseases. These include some types of cancer, such as hairy cell leukemia,",
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"melanoma, renal cell carcinoma, follicular non-Hodgkin’s lymphoma, chronic myelogenous leukemia, and AIDS-related Kaposi’s sarcoma [2–4]. They are also",
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"colorectal carcinomas),hIFN-a2b has potential for diagnostics (imaging) and therapeutics (monoclonal antibodies). Therefore, obtaining large quantities",
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"of recombinant hIFN-a2b is important for both clinical studies and mechanistic investigations."
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]
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]
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title = "Multi Label Classification of PubMed Articles using BIO-BERT"
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